{"id":"https://openalex.org/W2996916970","doi":"https://doi.org/10.1109/access.2019.2963343","title":"Application and Performance Optimization of MapReduce Model in Image Segmentation","display_name":"Application and Performance Optimization of MapReduce Model in Image Segmentation","publication_year":2019,"publication_date":"2019-12-31","ids":{"openalex":"https://openalex.org/W2996916970","doi":"https://doi.org/10.1109/access.2019.2963343","mag":"2996916970"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2963343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2963343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08946630.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08946630.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102870725","display_name":"Maozhen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]},{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Maozhen Li","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunel University London, Uxbridge, U.K","School of Information and Communication Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunel University London, Uxbridge, U.K","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"School of Information and Communication Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101572756","display_name":"Lu Meng","orcid":"https://orcid.org/0000-0002-5990-4106"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Meng","raw_affiliation_strings":["School of Information and Communication Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426819","display_name":"Jiaying Wang","orcid":"https://orcid.org/0000-0003-2633-0123"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiaying Wang","raw_affiliation_strings":["School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Telecommunications, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016051165","display_name":"Yong Jin","orcid":"https://orcid.org/0000-0002-7664-1416"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Jin","raw_affiliation_strings":["School of Information and Communication Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082023421","display_name":"Bin-Yu Hu","orcid":"https://orcid.org/0000-0003-4668-9459"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binyu Hu","raw_affiliation_strings":["School of Information and Communication Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059392818","display_name":"Youxing Chen","orcid":"https://orcid.org/0000-0002-8915-2689"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youxing Chen","raw_affiliation_strings":["School of Information and Communication Engineering, North University of China, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, North University of China, Taiyuan, China","institution_ids":["https://openalex.org/I135714990"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102870725"],"corresponding_institution_ids":["https://openalex.org/I135714990","https://openalex.org/I59433898"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.2314187,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"31835","last_page":"31844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9182000160217285,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9125999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8239589929580688},{"id":"https://openalex.org/keywords/ribbon","display_name":"Ribbon","score":0.7247677445411682},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7142359614372253},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6690242886543274},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6100424528121948},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5403691530227661},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5373446345329285},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4751933813095093},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.47108495235443115},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.427157998085022},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3554990887641907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28570640087127686},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2249281108379364},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08233031630516052},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07779586315155029}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8239589929580688},{"id":"https://openalex.org/C2780392137","wikidata":"https://www.wikidata.org/wiki/Q17121801","display_name":"Ribbon","level":2,"score":0.7247677445411682},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7142359614372253},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6690242886543274},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6100424528121948},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5403691530227661},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5373446345329285},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4751933813095093},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.47108495235443115},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.427157998085022},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3554990887641907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28570640087127686},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2249281108379364},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08233031630516052},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07779586315155029},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2963343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2963343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08946630.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/31877","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-0820-5487","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:f6d9545b6db54ae6964ca263409e3443","is_oa":true,"landing_page_url":"https://doaj.org/article/f6d9545b6db54ae6964ca263409e3443","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 31835-31844 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2963343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2963343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08946630.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G197018441","display_name":null,"funder_award_id":"2016-084","funder_id":"https://openalex.org/F4320321884","funder_display_name":"Shanxi Scholarship Council of China"},{"id":"https://openalex.org/G5184780578","display_name":null,"funder_award_id":"2016\u2013084","funder_id":"https://openalex.org/F4320321884","funder_display_name":"Shanxi Scholarship Council of China"},{"id":"https://openalex.org/G969751591","display_name":null,"funder_award_id":"201901D111155","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321884","display_name":"Shanxi Scholarship Council of China","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322666","display_name":"Natural Science Foundation of Shanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2996916970.pdf","grobid_xml":"https://content.openalex.org/works/W2996916970.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1579570163","https://openalex.org/W1879691088","https://openalex.org/W2005819813","https://openalex.org/W2035010344","https://openalex.org/W2051192354","https://openalex.org/W2067051372","https://openalex.org/W2095977162","https://openalex.org/W2173213060","https://openalex.org/W2177140170","https://openalex.org/W2293690431","https://openalex.org/W2465838301","https://openalex.org/W2529684253","https://openalex.org/W2543877925","https://openalex.org/W2607376878","https://openalex.org/W2895947459","https://openalex.org/W2906830528","https://openalex.org/W4285719527","https://openalex.org/W6639150779","https://openalex.org/W6685205670","https://openalex.org/W6736526075"],"related_works":["https://openalex.org/W2067934601","https://openalex.org/W3138748515","https://openalex.org/W2606523582","https://openalex.org/W4388662653","https://openalex.org/W2590883094","https://openalex.org/W2027196793","https://openalex.org/W2077387537","https://openalex.org/W3152614109","https://openalex.org/W2067325036","https://openalex.org/W2324092118"],"abstract_inverted_index":{"With":[0],"the":[1,17,24,34,48,55,63,70,82,99,108,116],"increase":[2,90],"of":[3,9,26,50,72,91,113],"glass":[4,100,117],"detection":[5,28],"speed,":[6],"some":[7],"defects":[8,114],"MapReduce":[10,35,84],"distributed":[11,36],"computing":[12,37,64,85],"framework":[13,86],"are":[14,67],"exposed,":[15],"and":[16,20,59,65,69,105,111],"processing":[18,74,94],"speed":[19],"timeliness":[21,71],"cannot":[22],"meet":[23],"requirements":[25],"glass-defect":[27,51],"in":[29,93],"industrial":[30],"technology.":[31],"Based":[32],"on":[33,115],"framework,":[38],"this":[39],"paper":[40],"designs":[41],"a":[42],"threshold":[43],"segmentation":[44,49],"method":[45],"to":[46],"complete":[47],"images.":[52],"By":[53],"improving":[54],"replication":[56],"placement":[57],"strategy":[58],"pipeline":[60],"scheduling":[61],"mechanism,":[62],"storage":[66],"localized,":[68],"data":[73],"is":[75],"accelerated.":[76],"The":[77],"experimental":[78],"results":[79],"show":[80],"that":[81],"improved":[83],"has":[87],"an":[88],"average":[89],"14.8%":[92],"speed.":[95],"It":[96],"can":[97],"detect":[98,107],"ribbon":[101],"running":[102],"at":[103],"800m/h":[104],"also":[106],"number,":[109],"position":[110],"type":[112],"ribbon.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}